Exam Name: Pega Certified Data Scientist (PCDS) 87V1
Certification Provider: Pegasystems
Corresponding Certification: Pega PCDS
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Pegasystems PEGAPCDS87V1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI & Natural Language Processing | 12% | - Sentiment analysis and text processing - Pega NLP fundamentals |
| Predictive Analytics | 25% | - Prediction Studio usage - Model evaluation metrics (AUC, lift, propensity) - Importing and validating PMML/external models |
| Pega Process AI | 10% | - Fraud and risk detection models - Predictive case completion |
| Adaptive Analytics | 28% | - Configuring and tuning predictors - Model performance monitoring and diagnostics - Adaptive Decision Manager (ADM) concepts |
| Decision Strategies & Next-Best-Action | 20% | - Designing and testing decision strategies - Arbitration and prioritization logic - Core decisioning principles |
| Model Governance & Ethics | 5% | - AI governance framework - Bias detection and compliance |
Pegasystems Pega Certified Data Scientist (PCDS) 87V1 Sample Questions:
A legal firm wants to use text analytics for easier and faster access to information to help with compliance related issues. The legal firm needs a taxonomy of legal concepts.
What is a taxonomy?
- A. A sentiment analysis model
- B. A list of valid categories
- C. The output of an expert survey
- D. A list of business rules
Correct Answer: B 🗳️
A telecom company is interested in improving customer engagement on social media. However, there are hundreds of relevant messages posted every day, and it is not practical for customer service representatives (CSRs) to review and respond to all messages. Instead, CSRs should focus on negative messages.
What do you need to analyze the incoming messages?
- A. Predictive model
- B. Adaptive model
- C. Text categorization model
- D. Text extraction model
Correct Answer: D 🗳️
A contact center application recommends three actions for a customer. The business team wants to know the possible ways in which these actions can be ordered so that the contact center agent can discuss one proposition at a time, starting from the top.
As a strategy designer, if you use a Prioritize component to order the actions, what are your options?
- A. In a random order
- B. In the order in which they are displayed in the strategy canvas
- C. In ascending or in descending order based on a numerical value
- D. In the order controlled by the contact center agent
Correct Answer: D 🗳️
In a decision strategy, to import actions you use a(n)_____________________.
- A. Import data component
- B. Data import component
- C. Proposition data component
- D. Offer data component
Correct Answer: B 🗳️
When a new component is added to the strategy canvas, its Rank value will be
- A. 0
- B. One higher than the current highest Rank
- C. 1
- D. Not set
Correct Answer: C 🗳️
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